{"id":"W3112723949","doi":"10.1111/nicc.12581","title":"Device‐associated health care‐associated infections: The effectiveness of a 3‐year prevention and control program in the Republic of Cyprus","year":2020,"lang":"en","type":"article","venue":"Nursing in Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Infection control; Incidence (geometry); Emergency medicine; Bloodstream infection; Pneumonia; Intensive care unit; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713708,0.0003749316,0.0003344951,0.0004645579,0.0004345831,0.000601823,0.0005763716,0.0005930414,0.0008688212],"category_scores_gemma":[0.00225429,0.0001366721,0.0006364347,0.0003595827,0.0004598132,0.0003823273,0.0007661369,0.0003906268,0.00009452514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300198,"about_ca_system_score_gemma":0.004094264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02595653,"about_ca_topic_score_gemma":0.01551546,"domain_scores_codex":[0.9991184,0.0003446095,0.00005697757,0.0001065329,0.00009415953,0.0002792836],"domain_scores_gemma":[0.997722,0.0002887744,0.0009723179,0.0001534855,0.0001912704,0.0006721712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007814161,0.01007099,0.7299128,0.0005908068,0.0003781032,0.0009095904,0.001174435,0.006009104,0.007277208,0.0003627329,0.002542949,0.2329571],"study_design_scores_gemma":[0.000122492,0.002154281,0.9964909,0.0000256215,0.00003715512,0.00004831686,0.0001064135,0.0004623716,0.0002124876,0.00001001192,0.0003244291,0.000005403365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985662,0.0004292472,0.00009988307,0.0002417259,0.000019102,0.00007617191,0.000109622,0.00001664247,0.0004415348],"genre_scores_gemma":[0.9989188,0.0002424414,0.0002186588,0.0001675837,0.00003481881,0.00007015928,0.0001461951,0.000001617863,0.0001998233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02595653,"threshold_uncertainty_score":0.05161083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438578250090576,"score_gpt":0.4234692319329038,"score_spread":0.3796114069238462,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}